{"id":"W3176432068","doi":"10.2196/22608","title":"Development of a Mobile Health App (TOGETHERCare) to Reduce Cancer Care Partner Burden: Product Design Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Health care; Medicine; Focus group; mHealth; Quality of life (healthcare); Point of care; Nursing; Family medicine; Psychological intervention; Psychology; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008666485,0.0008127813,0.0007849161,0.0009565527,0.0008108894,0.001227975,0.0008134487,0.00117602,0.005014736],"category_scores_gemma":[0.01185851,0.0004556378,0.001118423,0.0004075142,0.0005080746,0.00110465,0.001084297,0.0007181085,0.000600153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005067086,"about_ca_system_score_gemma":0.001646692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006309845,"about_ca_topic_score_gemma":0.001077006,"domain_scores_codex":[0.9959729,0.002400491,0.0002927754,0.0004570778,0.0006535437,0.0002231879],"domain_scores_gemma":[0.993849,0.0037821,0.0003733413,0.00036996,0.001288399,0.0003372203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0153855,0.06551923,0.04470393,0.01525955,0.001069027,0.001353907,0.02660443,0.00178269,0.03455887,0.002774089,0.009334935,0.7816538],"study_design_scores_gemma":[0.02574982,0.613812,0.1367629,0.004854124,0.004945367,0.003209023,0.02624979,0.01407927,0.04276443,0.002671809,0.1244006,0.000500804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494213,0.001224581,0.01569324,0.0003630659,0.0001316096,0.02845009,0.0005747275,0.0001317966,0.004009462],"genre_scores_gemma":[0.7718149,0.002283299,0.1546048,0.000904291,0.0001128411,0.06334173,0.0006708031,0.00009123048,0.006176161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008666485,"threshold_uncertainty_score":0.04583329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1423801991194504,"score_gpt":0.4901633602007075,"score_spread":0.3477831610812571,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}